Back to Search Start Over

Experimental Demonstration of Multimode Fiber Imaging Based on Pre-trained Autoencoder

Authors :
Jiaying Zhang
Y. Li
Yudi Chen
Kun Xu
Tiantian He
Ruining Zhao
Zhenming Yu
Source :
14th Pacific Rim Conference on Lasers and Electro-Optics (CLEO PR 2020).
Publication Year :
2020
Publisher :
Optica Publishing Group, 2020.

Abstract

We propose to use autoencoder and a two-stage training strategy for image reconstruction in multimode fiber imaging system. Compared with the conventional method of U-net, this approach achieves higher reconstruction accuracy and faster convergence speed.

Details

Database :
OpenAIRE
Journal :
14th Pacific Rim Conference on Lasers and Electro-Optics (CLEO PR 2020)
Accession number :
edsair.doi...........96fa465bfc1092d692a74f3cd73f29e4
Full Text :
https://doi.org/10.1364/cleopr.2020.p4_26